
I’m an independent researcher and builder working across AI, education, technology, products, and the questions emerging around them.
I spend a lot of my time researching ideas, exploring how technology changes the way people learn and work, thinking through products, and looking at the problems behind the things we build.
I write, research, build guides and roadmaps, collect useful resources, and document ideas I think are worth sharing. This site is where I collect that work.
Guides and roadmaps, some with downloadable PDFs.